
Senior AI/ML Solutions Architect
4 days ago
Job Description:
We are seeking an experienced Senior AI/ML Solutions Architect to join our Data Science and AI Competency Center. As a key member of the AI Engineering Group, you will play a vital role in helping us bring AI/ML solutions into production, automate processes, and define reusable best practices and accelerators.
Key Duties Include:
- Building high-performing, scalable enterprise-grade ML/AI applications in cloud environments.
- Collaborating with Data Science, Data Engineering, and Cloud teams to implement Machine Learning models into production.
- Designing and implementing data pipelines for efficient data processing and analysis.
- Developing and maintaining industrialized processing pipelines to support large-scale data operations.
- Defining and implementing best practices for ML model life cycles and ML operations.
- Implementing AI/MLOps frameworks and supporting Data Science teams in adhering to best practices.
- Gathering and applying knowledge on modern techniques, tools, and frameworks in the area of ML Architecture and Operations.
- Leading technical projects, defining tasks, guidelines, and evaluating results.
- Creating comprehensive technical documentation to facilitate knowledge sharing and collaboration.
Requirements:
For this position, we seek a highly skilled professional with the following qualifications:
- Good understanding of ML/AI concepts, including types of algorithms, machine learning frameworks, model efficiency metrics, model life cycle, and AI architectures.
- Expertise in programming languages, preferably Python, with experience in implementing data processing pipelines and machine learning algorithms.
- At least 6-8 years of experience in production-ready code development, with a strong background in software engineering principles and practices.
- Practical experience with designing and implementing data pipelines, as well as working with cloud services such as GCP Vertex.AI and/or Databricks.
- Excellent communication skills, with the ability to effectively collaborate with cross-functional teams and communicate complex ideas to stakeholders.
- Ability to work independently and lead projects, with a strong focus on delivering results-oriented solutions.
- Fluency in written and spoken English, with the ability to create clear and concise technical documentation.
Benefits:
We offer a range of benefits to support your growth and well-being, including:
- 100% remote work arrangement, with flexibility regarding working hours.
- Full-time position with stable employment.
- Comprehensive online onboarding program, including a "Buddy" from day one.
- Cooperation with top-tier engineers and experts.
- Internal Gallup Certified Strengths Coach to support your growth and development.
- Unlimited access to the Udemy learning platform from day one.
- Certificate training programs, with opportunities to earn over 500 technology certificates yearly.
- Upskilling support, including capability development programs, competency centers, knowledge sharing sessions, community webinars, and 110+ training opportunities yearly.
- A diverse, inclusive, and values-driven community.
- Autonomy to choose the way you work, with trust in your ideas and abilities.
- Opportunities to create our community together, with referral bonuses available.
- Activities to support your well-being and health.
- Plenty of opportunities to donate to charities and support the environment.
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